# Technical Document Extraction: Line Chart Analysis ## Chart Type - **Line Chart** comparing two methods: GM-PRM and Self-Consistency. ## Axes Labels - **X-Axis**: `# Solutions per Problem` (values: 1, 4, 6, 8) - **Y-Axis**: `Accuracy (%)` (range: 38% to 53%) ## Legend - **Location**: Right side of the chart. - **Labels**: - **Blue Line**: GM-PRM - **Orange Line**: Self-Consistency ## Data Points ### GM-PRM (Blue Line) - **Trend**: Steep upward slope. - **Values**: - At `# Solutions = 1`: 38% - At `# Solutions = 4`: 46% - At `# Solutions = 6`: 48% - At `# Solutions = 8`: 51% ### Self-Consistency (Orange Line) - **Trend**: Gradual upward slope. - **Values**: - At `# Solutions = 1`: 38% - At `# Solutions = 4`: 43% - At `# Solutions = 6`: 45% - At `# Solutions = 8`: 46% ## Key Observations 1. **Initial Overlap**: Both methods start at 38% accuracy when `# Solutions = 1`. 2. **Divergence**: GM-PRM outperforms Self-Consistency across all solution counts. 3. **Slope Comparison**: - GM-PRM exhibits a steeper increase in accuracy as `# Solutions` increases. - Self-Consistency shows a more gradual improvement. 4. **Final Accuracy**: - At `# Solutions = 8`, GM-PRM achieves 51% accuracy vs. 46% for Self-Consistency. ## Spatial Grounding - **Legend Position**: Right-aligned, outside the main chart area. - **Data Point Alignment**: All points match legend colors (blue for GM-PRM, orange for Self-Consistency). ## Trend Verification - **GM-PRM**: Consistent upward trajectory with increasing slope. - **Self-Consistency**: Linear growth with diminishing returns. ## Component Isolation - **Header**: No title present. - **Main Chart**: Grid lines for reference; no annotations. - **Footer**: No additional text or metadata. ## Conclusion The chart demonstrates that GM-PRM consistently outperforms Self-Consistency in accuracy as the number of solutions per problem increases. The steeper slope of GM-PRM suggests greater efficiency in leveraging additional solutions for performance gains.